Here's some data, not sure how 'hard' it is.
Apparently there is a huge disparity in the number of books reviewed by major magazines/newspapers by each gender. For example, in 2010 the New York Times reviewed books by 283 female authors, while reviewing 524 male authors.
If reviews by major media outlets influence sales, that's a big deal.